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Machine Learning Graduate (E-Commerce Governance-CV/NLP/Multimodal/LLM)-2026 Start (PhD)

ByteDance

$129,960 - $246,240
Aug 27, 2025
Seattle, WA, US
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Combat any kinds of risks/violations issues in E-commerce scenarios and build an E-commerce ecosystem and improve platform service capabilities.

Requirements

  • Solid coding skills, ability to develop in a Linux environment, proficient in Python, Go, or C++
  • Solid foundation in data structures/algorithms, proficient in machine learning/deep learning theory, and rich practical experience
  • Familiar with 1-2 areas in natural language processing, computer vision, multimodal, graph algorithms, search algorithms, text/data mining, and LLM
  • Experience in platform governance/audit/risk control/content security or overseas internet/e-commerce business is preferred

Responsibilities

  • Responsible for identifying algorithms for risk/violation/low-quality issues in e-commerce scenarios such as products, shopping cart short videos, and live streaming with products.
  • Responsible for mining and identifying algorithms to detect fraudulent behaviors and identify risky, violated, or low-quality merchants and creators.
  • Responsible for optimizing algorithms for large-scale brand libraries, products, and content deduplication/clustering.
  • Responsible for data construction, instruction fine-tuning, CoT, alignment, and other work for large models in the e-commerce domain, aiming for ultimate effect optimization in the e-commerce domain.
  • Responsible for exploring reinforcement learning and operational research algorithms in intelligent dispatching and intelligent audit scheduling to improve audit quality and efficiency.

Other

  • Successful candidates must be able to commit to an onboarding date by end of year 2026.
  • Please state your availability and graduation date clearly in your resume.
  • Excellent analytical and problem-solving skills, passionate about challenging problems
  • Good team spirit and strong communication skills